S/W Designing ML Ops RPA Bots & Talks

The Gartner report on ML applications with Expectation vs Time.

To have these setup in your premises with MLOps Tools and Techniques, Please, feel free to contact me on further progress in your projects.

When starting new project,  If  We are not blessed with right tools, techniques and right people-skillsets then project is going to be big mess...and  organization suffers too.. I experienced this in my earlier career path sometime 2008. So What are the tools, techniques and right people skillsets that We should have for project success and delight our customers,... sometimes we need to turn table and get new view // different perspectives so we can resolve challenges in project or even any issues in life as well #lifelessions ha ha :) Next I would be sharing publishing couple of posts on this topic with use-case(s), so stay connected !!

They say every architect has many stories to share ... Couple of my friends ask me many times to post some basics of software architecture and experiences ..so next I would be posting few articles to learn more about Software Architect + AI ML Projects + DevOps insights. Note : If You are a Software Engineer / Analyst or Senior Software Developer or in other Software Engineering role and want to become an Software Architect then welcome to my posts :)

Automate your everyday tedious tasks and free up time for higher-value work with "Power Automate Desktop". Today, Microsoft annouced "Power Automate Desktop" free for Windows' users. It uses low-code RPA (no coding required) to give you time back by automating your repetative non-productive “busy work.” :) Image Credits: Westend61 / Getty Images Current release offers OS native automations task on Windows 10 Home, Windows 10 Pro, Windows 10 Enterprise, Windows Server 2016, or Windows Server 2019 and web based on t he Microsoft Edge (version 80 or later) or Google Chrome browser. Minimum hardware Storage: 1GB RAM: 2GB Recommended hardware Storage: 2GB RAM: 4GB .NET Framework 4.7.2 or later. Note : ARM devices are not supported. Thank you for visiting this post -- stay connected !! Source (Credits) to https://flow.microsoft.com/en-ca/blog/automate-tasks-with-power-automate-desktop-for-windows-10-no-additional-cost/ Reference : https://docs.microsoft.com/en

These are very highly scalable Bots empowered by PaaS solution with MLOps and DevOps pipelines. To setup and make these simple deployments in your premises, We have RPA, MLOps & DevOps Tools, Frameworks and Techniques to apply for corporates. Please, feel free to contact me for further progress in your project or any consultancy.

Headless Testing means testing without GUI. There are couple of testing such as Unit testing, Component Testing, Module Testing, Integration Testing, CC (Code Coverage of Condition) Testing \ Base Path Testing, Mutation Testing, DB Testing, API Testing and or Web Service Testing may fall under Headless Testing. As you can see most of testing are white box or gray box testing. In XP\XT (Extreme Programming\Extreme Testing) of agile, It is the first step in implementing story. Open Source tools such as Watir, Warin, Junit, Nunit, HTTPUnit, HTMLUnit, WebTest Canoo, Fitness, Selenium RC and scripts like shell, vbscript, groovy, SoapUI (and some good paid tools Autoczar, QTP, SilkTest, TestComplete) are helping to automate this type of testing and play effective and efficient role in the QA feedback of product lifecyle. It actually tells us where is the issue. So, always say "Yes" to Headless Testing in your project.

These old days' automation techquies should be replaced with #ML based automation,  Isn't It ? :) If You have such automations that causing lots of issues then let's talk on how You can come out from your nightmare pains.